Open-source tools provide a range of features for building a Retrieval-Augmented Generation (RAG) system, enhancing large language models (LLMs) with external knowledge retrieval. In this post, we explore some of the most prominent open-source tools for implementing RAG-based applications, including Open Web UI, Verba, Onyx, LobeChat, RagFlow, RAG Web UI, Kotaemon, and Cognita.

In this post, we explore some of the most prominent open-source tools for building a Retrieval-Augmented Generation (RAG) system, including Open Web UI, Verba, Onyx, LobeChat, RagFlow, RAG Web UI, Kotaemon, and Cognita.

Building a Retrieval-Augmented Generation System Using Open-Source Tools

In this article, we'll suggest building an affordable AI machine with great scalability and over 256GB of memory. We'll cover different build tiers, component choices, and considerations to help you achieve a powerful AI setup without overspending.

In this guide, we'll suggest building a scalable AI machine with over 256GB of memory while keeping costs manageable.

Building an Affordable AI Machine with Great Scalability (256GB+ Memory)

In this guide, we explore the importance of memory capacity in AI workloads and provide recommendations for building your own AI rig with more memory and power. We break down AI machine builds into three categories based on memory capacity: 64GB–192GB, >256GB, and >512GB, and recommend components for each category.

Building an AI rig with more memory and power can significantly improve performance for AI workloads.

Building Your Own AI Rig: More Memory, More Power

In this post, we explore the best free and open-source chat UIs for LLMs, including Open Web UI, LibreChat, AnythingLLM, ChatGPT-UI, GPT4All, oobabooga, Verba, Dify, SillyTavern, Danswer, Lobe UI, Hugging Face Chat-UI, KoboldCpp, PrivateGPT, Serge Chat, Jan, etc.

In this post, we explore the best free and open-source chat UIs for LLMs, including Open Web UI, LibreChat, AnythingLLM, etc.

Exploring the Best Free and Open-Source Chat UIs for LLMs

In this post, we explore two new open-source LLM chat tools: Cherry Studio and ChatBox, highlighting their unique features and LLM integrations.

Empowering Your Ideas with AI: Exploring New LLM Chat Tools

In this article, we'll explore the various document processing tools available and how to choose the right one for your specific workflow needs. Whether you're looking for open-source PDF-to-Markdown conversion, AI-powered data mining, lightweight parsing, or advanced AI-powered document structuring, we'll provide insights into each tool's strengths and weaknesses.

Choosing the right document processing tool depends on your specific workflow needs. Here's a guide to help you find the right tool for your needs.

Finding the Right Document Processing Tool for Your Workflow

This article explores six AI video generation tools—**HailuoAI, KlingAI, Luma, Pika Labs, Runway, and Sora**—to present their capabilities, strengths, and potential use cases. 

In this post, I will show you what KlingAI, Runway, Pika Labs, Luma, Sora, and HailuoAI offer in the field of AI video generation.

Exploring AI Video Generation: What KlingAI, Runway, Pika Labs, Luma, Sora, and HailuoAI Offer

In this article, we will cover the steps required to create celebrity look-alike images with Stable Diffusion, including prompt control, fine-tuning, and advanced techniques for enhancing results.

In this tutorial, we will explore the steps required to create celebrity look-alike images with Stable Diffusion.

Creating Celebrity Look-Alike Images with Stable Diffusion

In this article, we will cover the steps required to master human portraits with Stable Diffusion AI, including model selection, prompt engineering, and advanced techniques for enhancing results.

In this tutorial, we will explore the steps required to master human portraits with Stable Diffusion AI.

Mastering Human Portraits with Stable Diffusion AI

In this article, we compare four popular AI-powered tools - Stable Diffusion, Ideogram, FlexClip, and ChatGPT - to see which one delivers the best results in generating human portraits.

Creating a Human Portrait with AI: Which Model Does It Best?

In this guide, we explore the key parameters of Stable Diffusion, an AI image generation model, and how to fine-tune them for optimal results.

Stable Diffusion Parameter Guide

In this article, I will guide you through installing, configuring, and using Stable Diffusion WebUI Docker to streamline your image generation workflow.

Using Stable Diffusion WebUI Docker for Image Generation – A Newbie's Guide

This article will show you how to generate images with AI models on your own computer.

How to Generate Images with AI Models on Your Own Computer

In this post, we will test the performance of the deepseek-r1 model with Ollama. We will run the test with 32B parameters and explore the model's performance in math, coding, and reasoning.

In this post, we will test the performance of the deepseek-r1 model with Ollama.

Testing Deepseek-r1 Model with Ollama

In this article, we will show you how to install and run Ollama on Ubuntu/Debian. Ollama is a powerful tool for running AI models locally, without the need for cloud services. It allows you to experiment with different models and deploy them on your own server.

In this post, we will show you how to install and run Ollama on Ubuntu/Debian.

Running AI on Your Own Computer with Ollama on Ubuntu/Debian

A complex puzzle with multiple clues and a hint of logic, but finding the answer with AI is not easy. This post explores the solution using ChatGPT, Claude, Google Gemini, and DeepSeek.

Solving this puzzle with AI: Who is the thief? The answer is that the thief is the one who is not telling the truth.

Tag: Ai